,epoch,train_loss,test_loss,train_dbs,test_dbs
0,0,0.041272713389900545,0.04082984065538958,-3.848373441373579,-3.88809621249821
1,1,0.0406259680838929,0.040151246088115794,-3.9220095514838524,-3.960882781861253
2,2,0.039859302226722855,0.03949962026978794,-3.9934384205848783,-4.031943857266254
3,3,0.03934314439898914,0.03887427715878738,-4.0597573929526405,-4.101249795821928
4,4,0.03850825330645768,0.03820901226840521,-4.1387298332100935,-4.1762149528064665
5,5,0.037888943764966786,0.037531265106640364,-4.215315601923478,-4.253941023863099
6,6,0.037275870052195084,0.036953796289469064,-4.283613627140451,-4.321282458763226
7,7,0.03668537071531581,0.036478237297974135,-4.348471505166725,-4.3775346209862365
8,8,0.03637362375240965,0.03606871790007541,-4.397521070059259,-4.426566011307335
9,9,0.0359072716733844,0.03573625299491381,-4.446980660043776,-4.466782922126211
10,10,0.03570498061395183,0.03546239416065969,-4.476091190881498,-4.500192536448045
11,11,0.03542793012156929,0.035246461041663825,-4.507583272237835,-4.526717885584762
12,12,0.03512915757667158,0.035081220888777784,-4.537377438468917,-4.547126071002956
13,13,0.03502390099708567,0.034953204620825615,-4.549153883928549,-4.563003068717062
14,14,0.034985727064081075,0.03485761524031037,-4.56344525834919,-4.574896344433778
15,15,0.03494214800368879,0.034790020043912684,-4.573202012622423,-4.583326273144512
16,16,0.03477152367842566,0.034738978272990176,-4.5820032813323115,-4.589702652490363
17,17,0.034734935067670863,0.03470705037838534,-4.589860758620105,-4.593696000905502
18,18,0.03471787431344543,0.03467731550335884,-4.595606641703327,-4.597418364804213
19,19,0.034752197755673495,0.034654461435581506,-4.59289127833343,-4.600281524043006
20,20,0.03462765043236546,0.03464629952060549,-4.596896212741171,-4.601304506937661
21,21,0.03459337849131564,0.034621635353878924,-4.604325049628848,-4.6043972834098295
22,22,0.03460263556887194,0.03455039937245218,-4.605385562498647,-4.613342344721398
23,23,0.03441539329966319,0.0341111684316083,-4.62765839585816,-4.6689071044835195
24,24,0.03375506627651834,0.03336876160220096,-4.711785943661512,-4.764472170717438
25,25,0.0329589826851776,0.032752017049412975,-4.806379773699678,-4.8454925488128735
26,26,0.03252246002330608,0.032248051935120634,-4.876404505588648,-4.912838217045384
27,27,0.032072985410383066,0.03179759306735114,-4.943216535726329,-4.9739305915769485
28,28,0.03161156732473791,0.03137236617897686,-5.000794004538913,-5.032400308136369
29,29,0.031249507743212366,0.031001537155948188,-5.054984893697885,-5.084040781906762
30,30,0.03084231536720217,0.03064923998164503,-5.110068953807251,-5.13367596618398
31,31,0.030472853787473796,0.030328763256731787,-5.156713151350123,-5.1793260522153615
32,32,0.03015004532392492,0.03003361958422159,-5.198255286164535,-5.221796307299318
33,33,0.02995341528475899,0.0297675999371629,-5.235874919624188,-5.260434859415904
34,34,0.029651023677943908,0.029518045779121548,-5.276415563033163,-5.2969970432586475
35,35,0.02939337503510652,0.029291908305726554,-5.310009034508446,-5.330396403083708
36,36,0.029155624838373095,0.029085030583174604,-5.344409634851646,-5.361177814771862
37,37,0.029025202559441635,0.028894836475190363,-5.3711646299266524,-5.389670652737532
38,38,0.02888296310281016,0.028719330402581317,-5.400276993447882,-5.41612996258176
39,39,0.02868798857113135,0.028554194753891544,-5.426304573379397,-5.441173889783057
40,40,0.028598973892398717,0.028405031679492248,-5.444421160572588,-5.4639202830401254
41,41,0.028396995354098144,0.028270135094460688,-5.466905608692894,-5.484594224194184
42,42,0.028285831212997437,0.028144951027474906,-5.486141799004814,-5.503868089567252
43,43,0.02812649762814807,0.028036199902233324,-5.508669695802103,-5.520681583702696
44,44,0.02795760692625316,0.027932986519054362,-5.533896542728369,-5.536699345064702
45,45,0.02795245277589744,0.027840008272936468,-5.539244356803419,-5.55117946282931
46,46,0.027886667490466355,0.027755904256513243,-5.547111454375941,-5.564319255465028
47,47,0.02777437788923991,0.027679855984292533,-5.563921690784408,-5.576234800794774
48,48,0.02771499660826221,0.027612809680010144,-5.578191430182036,-5.586767067200443
49,49,0.02765345644474644,0.027550442046240756,-5.585694844438227,-5.596587347872354
50,50,0.027576815125714874,0.02750013445160891,-5.595586102915092,-5.604524891207328
51,51,0.027468482205240997,0.0274497731343696,-5.605924073712036,-5.612485468126582
52,52,0.02749542759481779,0.02740773156677422,-5.609062748149349,-5.619142141444593
53,53,0.02740810318014671,0.027368439557520968,-5.620251762050699,-5.625372699505928
54,54,0.027392816201774115,0.027335019586117643,-5.622242787095315,-5.630679168675799
55,55,0.027310337256832223,0.027303581469153102,-5.6336668460587465,-5.635676881634096
56,56,0.027329440699102953,0.027276769476501567,-5.63537394758338,-5.6399437290223196
57,57,0.027250370644417005,0.027257769123504038,-5.637124593280417,-5.642969975876797
58,58,0.02732803762803987,0.027239396972091573,-5.634918383488515,-5.645898173745802
59,59,0.027242021443149477,0.02722249493787163,-5.645197032268711,-5.648593805562068
60,60,0.027201422038920148,0.027207390748356517,-5.646898239309017,-5.65100412344009
61,61,0.027228092486710893,0.027193573548605566,-5.649712005562073,-5.653210236443334
62,62,0.027212154773092762,0.027182710700129207,-5.649621404570956,-5.654945432321085
63,63,0.027202919567215073,0.027176179089828542,-5.651676776623967,-5.655989104234229
64,64,0.027261384215551552,0.027172229889976352,-5.64765353465114,-5.656620260045027
65,65,0.0272325981677193,0.027163888278760408,-5.6451509160834545,-5.657953706699599
66,66,0.02722432971307912,0.027158402396660102,-5.6534831001728305,-5.658830874544698
67,67,0.02717991983614017,0.027154395062672466,-5.653309808079299,-5.659471741199537
68,68,0.027202060830193695,0.027150980540012058,-5.65799310603233,-5.660017878054404
69,69,0.027235345223668925,0.027148992607468052,-5.653924003371728,-5.66033587015812
70,70,0.027225630588291846,0.02714688438726099,-5.657035871843012,-5.660673129063842
71,71,0.027103280763804298,0.02714470136714609,-5.6569836688763075,-5.661022381559278
72,72,0.02720402154264991,0.027138945597567056,-5.654373235220911,-5.661943358360366
73,73,0.027217125827350568,0.027140845397585316,-5.659369784353951,-5.66163935104941
74,74,0.027264650277409357,0.027134254378707784,-5.655684261089846,-5.662694141608801
75,75,0.02719954937005166,0.027135348731749935,-5.656803563069694,-5.662518989604628
76,76,0.027207441493561586,0.027135940366669706,-5.658661737679401,-5.66242430094503
77,77,0.02718548152173303,0.027137749877415206,-5.655175789118612,-5.662134709237345
78,78,0.027221497570730977,0.02713446093625144,-5.653660202457946,-5.662661081382155
79,79,0.0270859693781924,0.027135516761949186,-5.66507067928602,-5.662492096874001
80,80,0.027181654534849924,0.027133401777399212,-5.653930563918262,-5.662830605967071
81,81,0.027183142308260976,0.0271343616278548,-5.655903584767239,-5.66267697599222
82,82,0.02713831206879665,0.02713342275666563,-5.661512139423848,-5.662827248048226
83,83,0.027189508752570937,0.02713496836000367,-5.660612354288508,-5.662579867579672
84,84,0.02709850052506039,0.02713413320873913,-5.6626405358320735,-5.6627135353852145
85,85,0.02717083521648166,0.02713219292069736,-5.657737137807578,-5.663024098657249
86,86,0.027186308536179288,0.027131005925567525,-5.655207550869465,-5.663214100517065
87,87,0.02711956519825557,0.027129963922657464,-5.658878567835668,-5.663380900379024
88,88,0.027174636452775642,0.027133404914485782,-5.656497620077406,-5.6628301038482
89,89,0.027236174177570443,0.027129942747323138,-5.649106415424534,-5.663384290112407
90,90,0.027217003123201047,0.027132918273932057,-5.6599520039153255,-5.662907995732057
91,91,0.02711333321004184,0.027128293522094424,-5.662503037302599,-5.6636483051138935
92,92,0.027287427028737116,0.02712975677691008,-5.65457057236001,-5.6634140602456355
93,93,0.027164677599656212,0.027128679089640315,-5.661528689670132,-5.663586580380823
94,94,0.02712553094342812,0.027129170533857848,-5.662171772537771,-5.663507907335972
95,95,0.027237854686748122,0.027128894372205985,-5.652076069731816,-5.663552116609461
96,96,0.027210080727320358,0.027132562410674597,-5.656716867419109,-5.662964956233312
97,97,0.027191495791692093,0.027128608113056736,-5.655057816779651,-5.663597942813476
98,98,0.02717214888057758,0.027128301462844798,-5.6606639222357895,-5.663647033886285
99,99,0.0271903235350073,0.027129597373698886,-5.658586866961643,-5.6634395776651125
100,100,0.027108252470948033,0.027127807175642567,-5.66460547273349,-5.66372616459057
101,101,0.02715049069566825,0.02712991353320448,-5.655813727644093,-5.663388966693363
102,102,0.02719821636901074,0.027131659517946997,-5.653835811081354,-5.663109479204598
103,103,0.027147807718552266,0.02712869065764703,-5.659460517684445,-5.663584728495445
104,104,0.027198751159396368,0.02712955688567538,-5.653914555883897,-5.663446059050763
105,105,0.027224453300544897,0.02713037213604701,-5.653569558212382,-5.663315554369248
106,106,0.02726235004506775,0.027129486007125753,-5.650748394700715,-5.663457405422296
107,107,0.027166974625175762,0.02713077583987462,-5.6636441878627775,-5.663250931208407
108,108,0.027135108722393046,0.027130107150266047,-5.658856830897479,-5.663357972668523
109,109,0.027141271619913504,0.027130251848383954,-5.659293442673762,-5.663334809683498
110,110,0.02714572660624981,0.02712944787191717,-5.65553990088783,-5.663463510190478
111,111,0.027130419849274084,0.027131713240554457,-5.660763308799131,-5.663100879874778
112,112,0.027156837111742226,0.0271288871176933,-5.652854916977011,-5.663553277952495
113,113,0.02724120813930772,0.027128679285708227,-5.6530621697263195,-5.663586548992928
114,114,0.02719817237602067,0.02712841449599517,-5.6568511970206,-5.66362893855095
115,115,0.02718178077226447,0.027130857208057454,-5.657427082227615,-5.663237906258429
116,116,0.02717678360256952,0.027131337868539912,-5.661650212088951,-5.663160965694225
117,117,0.027209963899144193,0.02713056202781828,-5.6575584991625245,-5.663285157196886
118,118,0.027153556091115645,0.027132290758584674,-5.662942466553885,-5.663008438154577
119,119,0.02718459165741488,0.02712798520530525,-5.65854613738775,-5.663697663559906
